{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 实践：宿舍人脸识别门禁系统\n",
    "\n",
    "> 1. 创建FaceSet\n",
    "> 1. 查询FaceSet\n",
    "> 1. 存入face_token数据\n",
    "> 1. 获取FaceSet信息数据\n",
    "> 1. 人脸搜索\n",
    "> 1. 人脸对比\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1. 创建FaceSet\n",
    "\n",
    "* 描述\n",
    "> 1. 创建一个人脸的集合 FaceSet，用于存储人脸标识 face_token。一个 FaceSet 能够存储10000个 face_token。\n",
    "> 1. 试用API Key可以创建1000个FaceSet，正式API Key可以创建10000个FaceSet。\n",
    "\n",
    "* 调用URL\n",
    "> https://api-cn.faceplusplus.com/facepp/v3/faceset/create\n",
    "\n",
    "* 调用方法\n",
    "> POST\n",
    "\n",
    "* 请求参数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>是否必选</th>\n",
       "      <th>参数名</th>\n",
       "      <th>类型</th>\n",
       "      <th>参数说明</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>必选</td>\n",
       "      <td>api_key</td>\n",
       "      <td>String</td>\n",
       "      <td>调用此 API 的 API Key</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>必选</td>\n",
       "      <td>api_secret</td>\n",
       "      <td>String</td>\n",
       "      <td>调用此 API 的 API Secret</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>可选</td>\n",
       "      <td>display_name</td>\n",
       "      <td>String</td>\n",
       "      <td>人脸集合的名字，最长256个字符，不能包括字符^@,&amp;=*'\"</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>可选</td>\n",
       "      <td>outer_id</td>\n",
       "      <td>String</td>\n",
       "      <td>账号下全局唯一的 FaceSet 自定义标识，可以用来管理 FaceSet 对象。最长255...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>可选</td>\n",
       "      <td>tags</td>\n",
       "      <td>String</td>\n",
       "      <td>FaceSet 自定义标签组成的字符串，用来对 FaceSet 分组。最长255个字符，多个...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>可选</td>\n",
       "      <td>face_tokens</td>\n",
       "      <td>String</td>\n",
       "      <td>人脸标识 face_token，可以是一个或者多个，用逗号分隔。最多不超过5个 face_t...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>可选</td>\n",
       "      <td>user_data</td>\n",
       "      <td>String</td>\n",
       "      <td>自定义用户信息，不大于16 KB，不能包括字符^@,&amp;=*'\"</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>可选</td>\n",
       "      <td>force_merge</td>\n",
       "      <td>Int</td>\n",
       "      <td>在传入 outer_id 的情况下，如果 outer_id 已经存在，是否将 face_to...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  是否必选           参数名      类型  \\\n",
       "0   必选       api_key  String   \n",
       "1   必选    api_secret  String   \n",
       "2   可选  display_name  String   \n",
       "3   可选      outer_id  String   \n",
       "4   可选          tags  String   \n",
       "5   可选   face_tokens  String   \n",
       "6   可选     user_data  String   \n",
       "7   可选   force_merge     Int   \n",
       "\n",
       "                                                参数说明  \n",
       "0                                  调用此 API 的 API Key  \n",
       "1                               调用此 API 的 API Secret  \n",
       "2                    人脸集合的名字，最长256个字符，不能包括字符^@,&=*'\"  \n",
       "3  账号下全局唯一的 FaceSet 自定义标识，可以用来管理 FaceSet 对象。最长255...  \n",
       "4  FaceSet 自定义标签组成的字符串，用来对 FaceSet 分组。最长255个字符，多个...  \n",
       "5  人脸标识 face_token，可以是一个或者多个，用逗号分隔。最多不超过5个 face_t...  \n",
       "6                    自定义用户信息，不大于16 KB，不能包括字符^@,&=*'\"  \n",
       "7  在传入 outer_id 的情况下，如果 outer_id 已经存在，是否将 face_to...  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.read_html(\"\"\"<div class=\"table-wrap\"><table class=\"wrapped confluenceTable\"><colgroup><col><col><col><col></colgroup><tbody><tr><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">是否必选</span></p></th><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">参数名</span></p></th><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">类型</span></p></th><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">参数说明</span></p></th></tr><tr><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">必选</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">api_key</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">String</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">调用此 API 的 API Key</span></p></td></tr><tr><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">必选</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">api_secret</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">String</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">调用此 API 的 API Secret</span></p></td></tr><tr><td class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">可选</span></td><td class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">display_name</span></td><td class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">String</span></td><td class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">人脸集合的名字，最长<span class=\"inline-comment-marker\" data-ref=\"9f098728-ac30-41a2-aab6-05b79f8a7d2e\">256</span>个字符，不能包括字符^@,&amp;=*'\"</span></td></tr><tr><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">可选</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">outer_id</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">String</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">账号下全局唯一的 FaceSet 自定义标识，可以用来管理 FaceSet 对象。最长255个字符，<span class=\"inline-comment-marker\" data-ref=\"63fc0fd1-cd44-4256-bab5-971a939d66e2\"><span class=\"inline-comment-marker\" data-ref=\"183dcb11-c22c-47f4-aa9c-2ba6f3c8210c\">不能包括字符^@,&amp;=*'\"</span></span></span></td></tr><tr><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">可选</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">tags</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">String</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">FaceSet 自定义标签组成的字符串，用来对 FaceSet 分组。最长<span class=\"inline-comment-marker\" data-ref=\"1be760b6-f20d-4ff3-a086-b7f763abd84d\">255</span>个字符，多个 tag 用逗号分隔，每个 tag 不能包括字符^@,&amp;=*'\"</span></td></tr><tr><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">可选</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">face_tokens</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">String</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">人脸标识 face_token，可以是一个或者多个，用逗号分隔。最多不超过5个 face_token</span></p></td></tr><tr><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">可选</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">user_data</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">String</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">自定义用户信息，不大于<span class=\"inline-comment-marker\" data-ref=\"f9edadb1-691d-4d80-933e-909096780f61\">16 KB，不能包括字符^@,&amp;=*'\"</span></span></td></tr><tr><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">可选</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">force_merge</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">Int</span></td><td colspan=\"1\" class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">在传入 outer_id 的情况下，如果 outer_id 已经存在，是否将 face_token 加入已经存在的 FaceSet 中</span></p><p><span style=\"color: rgb(0,0,0);\">0：不将 face_tokens 加入已存在的 FaceSet 中，直接返回 FACESET_EXIST 错误</span></p><p><span style=\"color: rgb(0,0,0);\">1：将 face_tokens 加入已存在的 FaceSet 中</span></p><p><span style=\"color: rgb(0,0,0);\">默认值为0</span></p></td></tr></tbody></table></div>\"\"\")[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# A-0 准备工作\n",
    "import requests\n",
    "API_KEY = 'jRpCaZ34kqNYJ8Zppdc-yGGum_YkETov'\n",
    "API_S = 'Vr0PtRCw-ZFwYXTKVfi6aDNaSqlfunK3'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# A-1 创建人脸数据集合\n",
    "FaceSet_url = \"https://api-cn.faceplusplus.com/facepp/v3/faceset/create\"\n",
    "payload = {\n",
    "    \"api_key\":API_KEY,\n",
    "    \"api_secret\":API_S\n",
    "}\n",
    "r = requests.post(url = FaceSet_url, params = payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'faceset_token': '9f38c8acf29bb6eb5aba2696c2f79300',\n",
       " 'time_used': 196,\n",
       " 'face_count': 0,\n",
       " 'face_added': 0,\n",
       " 'request_id': '1647917409,aabcdd88-8bc0-4bf3-8975-eaf2ea51c3cc',\n",
       " 'outer_id': '',\n",
       " 'failure_detail': []}"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'9f38c8acf29bb6eb5aba2696c2f79300'"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "faceset_token = r.json()['faceset_token']\n",
    "faceset_token"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2. 查询FaceSet\n",
    "\n",
    "* 描述\n",
    "> 1. 获取一个 FaceSet 的所有信息，包括此 FaceSet 的 faceset_token, outer_id, display_name 的信息，以及此 FaceSet 中存放的 face_token 数量与列表。\n",
    "> 2. 注意：2017年8月16日后，调用本接口将不会一次性返回全部的 face_token 列表。单次查询最多返回 100 个 face_token。如需获取全量数据，需要配合使用 start 和 next 参数。请尽快修改调整您的程序\n",
    "\n",
    "* 调用URL\n",
    "> https://api-cn.faceplusplus.com/facepp/v3/faceset/getdetail\n",
    "\n",
    "* 调用方法\n",
    "> POST\n",
    "\n",
    "* 调用参数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>是否必选</th>\n",
       "      <th>参数名</th>\n",
       "      <th>类型</th>\n",
       "      <th>参数说明</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>必选</td>\n",
       "      <td>api_key</td>\n",
       "      <td>String</td>\n",
       "      <td>调用此API的API Key</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>必选</td>\n",
       "      <td>api_secret</td>\n",
       "      <td>String</td>\n",
       "      <td>调用此API的API Secret</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>必选(二选一)</td>\n",
       "      <td>faceset_token</td>\n",
       "      <td>String</td>\n",
       "      <td>FaceSet的标识</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>必选(二选一)</td>\n",
       "      <td>outer_id</td>\n",
       "      <td>String</td>\n",
       "      <td>用户提供的FaceSet标识</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>可选（2017年8月16日起可使用）</td>\n",
       "      <td>start</td>\n",
       "      <td>Int</td>\n",
       "      <td>一个数字 n，表示开始返回的 face_token 在本 FaceSet 中的序号， n 是...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 是否必选            参数名      类型  \\\n",
       "0                  必选        api_key  String   \n",
       "1                  必选     api_secret  String   \n",
       "2             必选(二选一)  faceset_token  String   \n",
       "3             必选(二选一)       outer_id  String   \n",
       "4  可选（2017年8月16日起可使用）          start     Int   \n",
       "\n",
       "                                                参数说明  \n",
       "0                                     调用此API的API Key  \n",
       "1                                  调用此API的API Secret  \n",
       "2                                         FaceSet的标识  \n",
       "3                                     用户提供的FaceSet标识  \n",
       "4  一个数字 n，表示开始返回的 face_token 在本 FaceSet 中的序号， n 是...  "
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.read_html(\"\"\"<div class=\"table-wrap\"><table class=\"wrapped confluenceTable\"><colgroup><col><col><col><col></colgroup><tbody><tr><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">是否必选</span></p></th><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">参数名</span></p></th><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">类型</span></p></th><th class=\"confluenceTh\"><p><span style=\"color: rgb(0,0,0);\">参数说明</span></p></th></tr><tr><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">必选</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">api_key</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">String</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">调用此API的API Key</span></p></td></tr><tr><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">必选</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">api_secret</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">String</span></p></td><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">调用此API的API Secret</span></p></td></tr><tr><td rowspan=\"2\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">必选(二选一)</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">faceset_token</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">String</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">FaceSet的标识</span></td></tr><tr><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">outer_id</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">String</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">用户提供的FaceSet标识</span></td></tr><tr><td class=\"confluenceTd\"><p><span style=\"color: rgb(0,0,0);\">可选</span></p><p><span style=\"color: rgb(0,0,0);\">（2017年8月16日起可使用）</span></p></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">start</span></td><td colspan=\"1\" class=\"confluenceTd\"><span style=\"color: rgb(0,0,0);\">Int</span></td><td colspan=\"1\" class=\"confluenceTd\"><p class=\"p1\"><span style=\"color: rgb(0,0,0);\">一个数字 n，表示开始返回的 face_token 在本 FaceSet 中的序号， n 是 [1,10000] 间的一个整数。 </span></p><p class=\"p1\"><span style=\"color: rgb(0,0,0);\">通过传入数字 n，可以控制本 API 从第 n 个 <span class=\"s1\">face_token </span>开始返回。返回的 face_token 按照创建时间排序，每次返回 <span class=\"s1\">100 </span>个 <span class=\"s1\">face_token</span>。</span></p><p class=\"p1\"><span style=\"color: rgb(0,0,0);\">默认值为 1。</span></p><p class=\"p1\"><span style=\"color: rgb(0,0,0);\">您可以输入上一次请求本 API 返回的 next 值，用以获得接下来的 100 个 face_token。</span></p></td></tr></tbody></table></div>\"\"\")[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 请同学尝试书写 B-1 检查自己的数据集合是否创建成功\n",
    "# B-1\n",
    "getdetail_url = \"https://api-cn.faceplusplus.com/facepp/v3/faceset/getdetail\"\n",
    "payload = {\n",
    "    'api_key':API_KEY,\n",
    "    'api_secret':API_S,\n",
    "    'faceset_token':faceset_token\n",
    "}\n",
    "r = requests.post(url = getdetail_url, params = payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'faceset_token': '9f38c8acf29bb6eb5aba2696c2f79300',\n",
       " 'tags': '',\n",
       " 'time_used': 97,\n",
       " 'user_data': '59人',\n",
       " 'display_name': '2020级网新API周二上午班',\n",
       " 'face_tokens': [],\n",
       " 'face_count': 0,\n",
       " 'request_id': '1647919009,5dbd2e85-45cf-4388-b208-3057b936fb06',\n",
       " 'outer_id': 'API020305'}"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3. 更新人脸库信息 "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# C-1\n",
    "update_FaceSet_url = \"https://api-cn.faceplusplus.com/facepp/v3/faceset/update\"\n",
    "payload = {\n",
    "    'api_key':API_KEY,\n",
    "    'api_secret':API_S,\n",
    "    'faceset_token':faceset_token,\n",
    "    'new_outer_id':'API020305',\n",
    "    'display_name':'2020级网新API周二上午班',\n",
    "    'user_data':'59人',\n",
    "    'tags':''\n",
    "}\n",
    "r = requests.post(url = update_FaceSet_url, params = payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'faceset_token': '9f38c8acf29bb6eb5aba2696c2f79300',\n",
       " 'request_id': '1647918989,f3dd65ee-24d7-4dd6-ba16-3f4a9c812cf9',\n",
       " 'time_used': 81,\n",
       " 'outer_id': 'API020305'}"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### * 4. 获取所有的FaceSet集合"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "# D-1\n",
    "getfacesets_url = \"https://api-cn.faceplusplus.com/facepp/v3/faceset/getfacesets\"\n",
    "payload = {\n",
    "    'api_key':API_KEY,\n",
    "    'api_secret':API_S,\n",
    "}\n",
    "r = requests.post(url = getfacesets_url, params = payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'time_used': 151,\n",
       " 'facesets': [{'faceset_token': '37071d95016c1b2d81591a6f0c1681f2',\n",
       "   'outer_id': '00001',\n",
       "   'display_name': '网新一班人脸集合',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': 'a1a46eebb6f085052b807ac29364e851',\n",
       "   'outer_id': '000022',\n",
       "   'display_name': '网新人脸集合',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '52ed3456d1211f0ec0387f413ef998aa',\n",
       "   'outer_id': '20201018',\n",
       "   'display_name': '人脸集合1018',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '17765dff78c0e1773da2e60e66715bd1',\n",
       "   'outer_id': 'class1',\n",
       "   'display_name': '网新一人脸集合',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': 'cc34ef13f35cbae14c39f740cd703549',\n",
       "   'outer_id': '01',\n",
       "   'display_name': '网新二班人脸集合',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '0e26875ee281c09c0bd86bfd31293b0f',\n",
       "   'outer_id': 'face_01',\n",
       "   'display_name': '人脸集合face_01',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '756f7940e3a4fa8a8b9cbab4597db902',\n",
       "   'outer_id': 'xianxianbei',\n",
       "   'display_name': '先先贝大家庭',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': 'f0eb3e3e9a51b24ea31b9a9e881c303f',\n",
       "   'outer_id': '20201022',\n",
       "   'display_name': '人脸集合01',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': 'cad9d42816d2e1e0a4dface9c908a51a',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '748726d83bee227db8adc00d6cdb60be',\n",
       "   'outer_id': 'Sum',\n",
       "   'display_name': '人脸集合',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': 'adf037ad695c71a53a3ad08c9a80abd6',\n",
       "   'outer_id': 'zixuan',\n",
       "   'display_name': '人脸集合',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '5fa166a6f6ee0c067c5a5babd48a75e1',\n",
       "   'outer_id': 'liling',\n",
       "   'display_name': '人脸集合',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': 'e3d1ac6fecd93d1620d1f3d28f2e5f0e',\n",
       "   'outer_id': '01234',\n",
       "   'display_name': '明星合照',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '8cc0fe245d852e3a95651684f7cabd38',\n",
       "   'outer_id': '0123',\n",
       "   'display_name': '明星合照',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': 'b222523e64a8a02fda52d22e0d3f4fd4',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '353805217b2d4ddb58f95a2ca846f215',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '00210027c1597f6e84cfd8eac2accce2',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '44449bd165373ed5ef0fff9876b409cc',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '0908405505240884586edb87974371ed',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': 'd137f4015adc54f97287961c78b3c436',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': 'd3f897c6fc79a0ab5b6fc0f6185b9b16',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '2831295132c881662ea634c6dd50a9a7',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '9f38c8acf29bb6eb5aba2696c2f79300',\n",
       "   'outer_id': 'API020305',\n",
       "   'display_name': '2020级网新API周二上午班',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': 'ccb97c28449dabe0c79b0cd6e605ff8c',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '00ca4a7af68f7d78fc6a2a3ffc7026c5',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': 'a7eef0374c98590ab42192863525bfc4',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '8ad54c5293925dae459614f0781e7fbc',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''},\n",
       "  {'faceset_token': '62103072e2a899869387c548600f6d19',\n",
       "   'outer_id': '',\n",
       "   'display_name': '',\n",
       "   'tags': ''}],\n",
       " 'request_id': '1647919803,b49dafb5-7750-49ee-971d-838f8c9ae312'}"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. 实现所有人脸功能的应用"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1. 实现人脸检测获取face_token"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "import detect"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on module detect:\n",
      "\n",
      "NAME\n",
      "    detect\n",
      "\n",
      "FUNCTIONS\n",
      "    face_detect(API_key, API_sercret, image_path)\n",
      "        该函数为调用face++ face_detect接口\n",
      "\n",
      "FILE\n",
      "    c:\\users\\3sxl_21200\\desktop\\2022-02\\api\\git_api\\api_ai_ml\\week04\\detect.py\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "help(detect)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'request_id': '1647920314,89727122-9b31-4020-96a7-25b6169b9af2',\n",
       " 'time_used': 80,\n",
       " 'faces': [{'face_token': 'b4b6486719d7c61ea09772987af4716d',\n",
       "   'face_rectangle': {'top': 98, 'left': 164, 'width': 118, 'height': 118}}],\n",
       " 'image_id': 'fwD9nHfTb9s3JIGwQOQmSA==',\n",
       " 'face_num': 1}"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "detect.face_detect(API_KEY,API_S,'Liu_01.jpeg')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3. 本周作业：\n",
    "\n",
    "* 1. 尝试创建detect.py 并实现功能调用\n",
    "* 2. 尝试创建analyze.py\\campare.py\\search.py，并实现功能调用\n",
    "* 3. 尝试存放宿舍4位同学的人脸信息到 人脸数据集（XXX栋XXX宿舍）:\n",
    "> 1. 完善faceset信息\n",
    "> 2. 实现人脸搜索和人脸对比，打印结果：是本人 OR 不是本人"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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